Dell Products Inc.

Deepak Krishna

Vinay Sawal

Ching-Yun Chao

Muzhar S Khokhar

Amihai Savir

Tsehsin Jason Liu

Fatemeh Azmandian

Anil Venkatesh Varkhedi

Rajini Ramachandran Karthik

Jason Liu

Matthew R Cullen

Joachim N Hansson

Sumeet Dhameja

James Snyder

Alice Jiang

Jordan Leventis

Architectures and techniques are described that can generate or receive a dependency graph of a microservices platform. The dependency graph can be constructed based on run time operation of microservices such that the nodes of the graph can represent microservices and the edges can represent the interactions during run time. The dependency graph along with an anomaly pattern can be embedded into an embedding space, and based on an examination of the embedding space, it can be determined whether the anomaly pattern exists in the dependency graph.

Anomaly detection for a microservices platform

A system, method, and computer-readable medium for performing a data center monitoring and management operation. The data center monitoring and management operation includes: receiving data center asset telemetry information; processing the data center asset telemetry information to provide a performance indicator metric; training a resource utilization machine learning model using the performance indicator metric; and, using the resource utilization machine learning model to provide a data center asset resource utilization result.

Data center cluster performance forecasting via a data center monitoring and management operation

A system, method, and computer-readable medium for performing a data center monitoring and management operation. The data center monitoring and management operation includes: receiving data center asset workload data; capturing a set of the data center asset workload data at predefined time intervals; monitoring data center workload performance using the set of the data center asset workload data; and, predicting an anomaly associated with data center workload performance based upon the monitoring.

Data center workload monitoring via a data center monitoring and management operation

Growing community of inventors

Newcastle, WA, United States of America

Deepak Krishna